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openclimatefix / satflow

Satellite Optical Flow with machine learning models
https://satflow.readthedocs.io/en/stable/
MIT License
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New Paper: Transformer Uncertainty Estimation with Hierarchical Stochastic Attention #115

Open jacobbieker opened 2 years ago

jacobbieker commented 2 years ago

Detailed Description

https://arxiv.org/abs/2112.13776

This paper tries to get uncertainty estimation by using stochastic attention, so a slightly different way than the skillful nowcasting one. I've only very quickly skimmed it.

Context

Having uncertainty estimation is important to have.

Possible Implementation

pswena commented 2 years ago

where is this paper's code?

jacobbieker commented 2 years ago

We haven't built it yet!